ResearchBenchmarksSparse regression on Simulated GWAS Mixed LD 50,000 SNPs, 25 significant SNPs (Sample size 1000)Sparse regression on Simulated GWAS Mixed LD 50,000 SNPs, 25 significant SNPs (Sample size 1000)Follow25,000Correct Identification RatePBR2,1988,117.7514,037.519,957.25Oct 16, 2021Evaluation resultsMethodMethodLinksCorrect Identification RateFalse Positive RatePBRHyper-parameter tuning...Hyper-parameter tuning=Out-of-sample Mean Square Error (MSE)2021.1025,0000ENetHyper-parameter tuning...Hyper-parameter tuning=Cross-validation with minimum MSE+1SE2021.1018,147119LassoHyper-parameter tuning...Hyper-parameter tuning=Cross-validation with minimum MSE+1SE2021.103,0750